Digital Commons Network^™

Single-Cell Analysis Of Neoplastic Plasma Cells Identifies Myeloma Pathobiology Mediators And Potential Targets, Luz Yurany Moreno Rueda, Hua Wang, Keiko Akagi, Minghao Dang, Amishi Vora, Li Qin, Hans C Lee, Krina K Patel, Pei Lin, David E Mery, Fenghuang Zhan, John D Shaughnessy, Qing Yi, Yang Song, Bo Jiang, Maura L Gillison, Sheeba K Thomas, Donna M Weber, Lixia Diao, Jing Wang, Isere Kuiatse, Elisabet E Manasanch, David E Symer, Robert Z Orlowski

Faculty, Staff and Student Publications

Multiple myeloma is a clonal plasma cell (PC) dyscrasia that arises from precursors and has been studied utilizing approaches focused on CD138+ cells. By combining single-cell RNA sequencing (scRNA-seq) with scB-cell receptor sequencing (scBCR-seq), we differentiate monoclonal/neoplastic from polyclonal/normal PCs and find more dysregulated genes, especially in precursor patients, than we would have by analyzing bulk PCs. To determine whether this approach can identify oncogenes that contribute to disease pathobiology, mitotic arrest deficient-2 like-1 (MAD2L1) and S-adenosylmethionine synthase isoform type-2 (MAT2A) are validated as targets with drug-like molecules that suppress myeloma growth in preclinical models. Moreover, functional studies show a …

Mitochondrial Defects And Metabolic Vulnerabilities In Lynch Syndrome-Associated Msh2-Deficient Endometrial Cancer, Mikayla Borthwick Bowen, Brenda Melendez, Qian Zhang, Diana Moreno, Leah Peralta, Wai Kin Chan, Collene Jeter, Lin Tan, M Anna Zal, Philip L Lorenzi, Kenneth Dunner, Richard K Yang, Russell R Broaddus, Joseph Celestino, Nisha Gokul, Elizabeth Whitley, Deena M Scoville, Tae Hoon Kim, Jae-Wook Jeong, Rosemarie Schmandt, Karen Lu, Hyun-Eui Kim, Melinda S Yates

Faculty, Staff and Student Publications

Lynch syndrome (LS), caused by inherited mutations in DNA mismatch repair genes, including MSH2, carries a 60% lifetime risk of developing endometrial cancer (EC). Beyond hypermutability, mechanisms driving LS-associated EC (LS-EC) remain unclear. We investigated MSH2 loss in EC pathogenesis using a mouse model (PR-Cre Msh2LoxP/LoxP, abbreviated Msh2KO), primary cell lines, human tissues, and human EC cells with isogenic MSH2 knockdown. By 8 months, 58% of Msh2KO mice developed endometrial atypical hyperplasia (AH), a precancerous lesion. At 12-16 months, 50% of Msh2KO mice exhibited either AH or ECs with histologic similarities to human LS-ECs. Transcriptomic profiling of EC from Msh2KO …

Unveiling The Genetic Landscape Of Coronary Artery Disease Through Common And Rare Structural Variants, Kruthika R Iyer, Shoa L Clarke, Rodrigo Guarischi-Sousa, Ketrin Gjoni, Adam S Heath, Erica P Young, Nathan O Stitziel, Cecelia Laurie, Jai G Broome, Alyna T Khan, Joshua P Lewis, Huichun Xu, May E Montasser, Kellan E Ashley, Natalie R Hasbani, Eric Boerwinkle, Alanna C Morrison, Nathalie Chami, Ron Do, Ghislain Rocheleau, Donald M Lloyd-Jones, Rozenn N Lemaitre, Joshua C Bis, James S Floyd, Gregory L Kinney, Donald W Bowden, Nicholette D Palmer, Emelia J Benjamin, Matthew Nayor, Lisa R Yanek, Brian G Kral, Lewis C Becker, Sharon L R Kardia, Jennifer A Smith, Lawrence F Bielak, Arnita F Norwood, Yuan-I Min, April P Carson, Wendy S Post, Stephen S Rich, David Herrington, Xiuqing Guo, Kent D Taylor, Joann E Manson, Nora Franceschini, Katherine S Pollard, Braxton D Mitchell, Ruth J F Loos, Myriam Fornage, Lifang Hou, Bruce M Psaty, Kendra A Young, Elizabeth A Regan, Barry I Freedman, Ramachandran S Vasan, Daniel Levy, Rasika A Mathias, Patricia A Peyser, Laura M Raffield, Charles Kooperberg, Alex P Reiner, Jerome I Rotter, Goo Jun, Paul S De Vries, Themistocles L Assimes

Faculty, Staff and Student Publications

Background: Genome-wide association studies have identified several hundred susceptibility single nucleotide variants for coronary artery disease (CAD). Despite single nucleotide variant-based genome-wide association studies improving our understanding of the genetics of CAD, the contribution of structural variants (SVs) to the risk of CAD remains largely unclear.

Method and results: We leveraged SVs detected from high-coverage whole genome sequencing data in a diverse group of participants from the National Heart Lung and Blood Institute's Trans-Omics for Precision Medicine program. Single variant tests were performed on 58 706 SVs in a study sample of 11 556 CAD cases and 42 907 controls. …

An Integrative Multiparametric Approach Stratifies Putative Distinct Phenotypes Of Blast Phase Chronic Myelomonocytic Leukemia, Kristian Gurashi, Yu-Hung Wang, Fabio M R Amaral, Katherine Spence, Rachel Cant, Chi-Yuan Yao, Chien-Chin Lin, Christopher Wirth, David C Wedge, Guillermo Montalban-Bravo, Simona Colla, Hwei-Fang Tien, Tim C P Somervaille, Kiran Batta, Daniel H Wiseman

Faculty, Staff and Student Publications

Approximately 30% of patients with chronic myelomonocytic leukemia (CMML) undergo transformation to a chemo-refractory blastic phase (BP-CMML). Seeking novel therapeutic approaches, we profiled blast transcriptomes from 42 BP-CMMLs, observing extensive transcriptional heterogeneity and poor alignment to current acute myeloid leukemia (AML) classifications. BP-CMMLs display distinctive transcriptomic profiles, including enrichment for quiescence and variability in drug response signatures. Integrating clinical, immunophenotype, and transcriptome parameters, Random Forest unsupervised clustering distinguishes immature and mature subtypes characterized by differential expression of transcriptional modules, oncogenes, apoptotic regulators, and patterns of surface marker expression. Subtypes differ in predicted response to AML drugs, validated ex vivo in …

Epidemiological Characteristics Of Patients With Supraventricular Tachycardias Who Were Inappropriately Diagnosed With Panic Attacks: Experience From A Large Saudi Tertiary Care Center, Ghram Awlia, Ahmed T. Mokhtar, Maha Alsaiari, Nagham Alsolaimani, Waddah Ashram, Naeem Alshoaibi, Alaa Algazzar

Journal of the Saudi Heart Association

Objectives: Supraventricular tachycardia (SVT) is a significant cause of morbidity in patients visiting cardiology clinics with a chief complaint of palpitations and notable signs of distress worldwide. SVTs and panic attacks have overlapping clinical presentations, beginning with rapid palpitations of the heart that start abruptly and can be accompanied by shortness of breath, chest pain or discomfort, and a feeling of lightheadedness. The diagnosis could be straightforward if an ECG is recorded precisely during the attack. The chances of misdiagnosing patients with panic attacks increase because of the self-terminating nature of SVTs. Given the diagnostic dilemma caused by these conditions …

The Unfolding Story Of Protein Misfolding Causing Alzheimer Disease In Recipients Of Human Pituitary Growth Hormone, Evan G. Graber, Sayed M. Hadi Hosseini, Darrell M. Wilson, Alan D. Rogol

Division of Endocrinology, Diabetes and Metabolic Diseases Faculty Papers

Human growth hormone (hGH) has been in clinical use for children with GH deficiency (GHD) since the late 1950s. The original formulations were considered very safe with few adverse events reported. That changed remarkably in 1985 when the first patients with GHD, who had been treated with cadaveric hGH, were diagnosed with Creutzfeldt-Jakob disease (CJD). Fortunately, that same year a robust supply of recombinant hGH was released to the market whose adverse event profile did not include CJD. Patients who had received National Hormone and Pituitary Program hGH have been continuously followed since 1985. It is clear that prions are …

Single-Cell Rna Sequencing Identifies Molecular Biomarkers Predicting Late Progression To Cdk4/6 Inhibition In Patients With Hr+/Her2- Metastatic Breast Cancer, Linjie Luo, Peng Yang, Sofia Mastoraki, Xiayu Rao, Yan Wang, Nicole M Kettner, Akshara Singareeka Raghavendra, Debasish Tripathy, Senthil Damodaran, Kelly K Hunt, Jing Wang, Ziyi Li, Khandan Keyomarsi

Faculty, Staff and Student Publications

Background: Cyclin-dependent kinase 4/6 inhibitors (CDK4/6is) in combination with endocrine therapy are the standard treatment for patients with hormone receptor-positive, HER2-negative metastatic breast cancer (mBC). Despite the efficacy of CDK4/6is, intrinsic resistance occurs in approximately one-third of patients, highlighting the need for reliable predictive biomarkers.

Methods: Single-cell RNA sequencing analyzed metastatic tumors from HR+/HER2- mBC patients pre-CDK4/6i treatment at baseline (BL) and/or at disease progression. BL samples were from CDK4/6i responders (median progression-free survival [mPFS] = 25.5 months), while progressors were categorized as early-progressors (EP, mPFS = 3 months) and late-progressors (LP, mPFS = 11 months). Metastatic sites included liver, …

Outcomes Of Arteriovenous Malformation Patients With Multiple Versus Single Feeders: A Multicenter Retrospective Study With Propensity-Score Matching, Basel Musmar, Nimer Adeeb, Hammam Abdalrazeq, Joanna M Roy, Stavropoula I Tjoumakaris, Hamza Adel Salim, Douglas Kondziolka, Jason Sheehan, Christopher S Ogilvy, Howard Riina, Sandeep Kandregula, Adam A Dmytriw, Kareem El Naamani, Ahmed Abdelsalam, Natasha Ironside, Deepak Kumbhare, Cagdas Ataoglu, Muhammed Amir Essibayi, Abdullah Keles, Sandeep Muram, Daniel Sconzo, Arwin Rezai, Omar Alwakaa, Salem M Tos, Ufuk Erginoglu, Johannes Pöppe, Rajeev D Sen, Christoph J Griessenauer, Jan-Karl Burkhardt, Robert M Starke, Mustafa K Baskaya, Laligam N Sekhar, Michael R Levitt, David J Altschul, Malia Mcavoy, Assala Aslan, Abdallah Abushehab, Christian Swaid, Adib A Abla, Saman Sizdahkhani, Sravanthi Koduri, Elias Atallah, Spyridon Karadimas, M Reid Gooch, Robert H Rosenwasser, Christopher Stapleton, Matthew Koch, Visish M Srinivasan, Peng R Chen, Spiros Blackburn, Joseph Cochran, Omar Choudhri, Bryan Pukenas, Darren Orbach, Edward Smith, Pascal J Mosimann, Ali Alaraj, Mohammad A Aziz-Sultan, Aman B Patel, Hugo H Cuellar, Michael Lawton, Bharat Guthikonda, Jacques Morcos, Pascal Jabbour

Faculty, Staff and Student Publications

Introduction: The impact of multiple feeding arteries on clinical outcomes of cerebral arteriovenous malformations (AVMs) is not well understood. This study aims to compare outcomes between AVMs with multiple versus single feeding arteries.

Patients and methods: Data from the Multicenter International Study for Treatment of Brain AVMs (MISTA) consortium were analyzed. Propensity score matching (PSM) was used to balance cohorts. Subgroup analysis was conducted for ruptured and unruptured AVMs and different treatment options, and multivariable logistic regression was applied to assess the impact of feeding artery origin.

Results: Among 953 patients, 661(69.4%) had multiple feeding arteries, and 292 (30.6%) had …

Perceived Hbv-Related Stigma Is Associated With Lower Antiviral Medication Adherence In Patients With Chronic Hepatitis B, Hee-Soon Juon, Daniel Yang, Cindy Xin Fang, Hie-Won Hann, Ho Bae, Mimi Chang, Ann C. Klassen

Department of Medical Oncology Faculty Papers

Medication nonadherence among patients with chronic hepatitis B (CHB) can lead to severe liver disease progression, including liver cirrhosis and hepatocellular carcinoma (HCC). Yet the factors that influence adherence in high-risk groups, like Korean Americans, remain unclear. Thus, this study explored the psychosocial and clinical factors affecting medication adherence in CHB patients. A cohort of 365 Korean American patients with CHB from two clinics in Philadelphia and Los Angeles was studied. The 8-item Morisky Medication Adherence Scale (MMAS-8) gauged their adherence to antiviral medication. Using descriptive and multivariable logistic regression analyses, we identified factors associated with MMAS-8 scores. Of the …

Mage-A4 Induces Non-Small Cell Lung Cancer And Tumor-Promoting Plasma Cell Accumulation, Dominique Armstrong, Cheng-Yen Chang, Monica J Hong, Linda Green, Yichao Shen, William Hudson, Kelsey E Mauk, Li-Zhen Song, Sheetal Jammi, Benjamin Casal, Brianna Burns, Chad J Creighton, Alexandre Carisey, Xiang H-F Zhang, Neil J Mckenna, Sung Wook Kang, Hyun-Sung Lee, William Decker, David B Corry, Farrah Kheradmand

Faculty, Staff and Students Publications

Adaptive immunity is critical in eliminating tumors, but cancer-intrinsic factors can subvert this function. Melanoma antigen-A4 (MAGE-A4), a cancer-testis antigen, is expressed in solid tumors and correlates with poor survival, but its role in tumorigenesis and antitumor immunity remains unclear. We found that expression of MAGE-A4 was highly associated with the loss of PTEN, a tumor suppressor, in human non–small cell lung cancers (NSCLC). Here, we show that constitutive expression of human MAGE-A4 with Pten loss in mouse airway epithelia results in metastatic adenocarcinoma. Tumors showed distinct enrichment in IgA+ CD138+ CXCR4+ plasma cells (PCs) and increased expression of …

Multimodal Objective Assessment Of Impulsivity In Healthy And Mood Disorder Participants, Bishal Lamichhane, Nidal Moukaddam, Ramiro Salas, Wayne Goodman, Ashutosh Sabharwal

Faculty, Staff and Students Publications

Impulsivity represents an individual's tendency to act on urges without sufficient forethought. Heightened impulsivity is a hallmark of many mental health disorders. Objective impulsivity assessments could improve risk evaluation, diagnosis, and behavioral outcome monitoring in impulsivity-related health disorders. Towards objective impulsivity assessment, in this work, we identify impulsivity correlates in objective measurements, investigate their complementarity, and contrast impulsivity mechanisms across health conditions. We analyzed behavioral tests, heart rate variability (HRV), and fMRI-based brain connectivity in 227 healthy participants and 34 participants with mood disorders. Impulsivity dimensions had complementary correlates in objective measurements, with fMRI providing the strongest correlates. Multimodal assessment …

Identification Of Distinct Stool Metabolites In Women With Endometriosis For Non-Invasive Diagnosis And Potential For Microbiota-Based Therapies, Chandni Talwar, Goutham Venkata Naga Davuluri, Abu Hena Mostafa Kamal, Cristian Coarfa, Sang Jun Han, Surabi Veeraragavan, Krishna Parsawar, Nagireddy Putluri, Kristi Hoffman, Patricia Jimenez, Scott Biest, Ramakrishna Kommagani

Faculty, Staff and Students Publications

Background: Endometriosis, a poorly studied gynecological condition, is characterized by the presence of ectopic endometrial lesions resulting in pelvic pain, inflammation, and infertility. These associated symptoms contribute to a significant burden, often exacerbated by delayed diagnosis. Current diagnostic methods involve invasive procedures, and existing treatments provide no cure.

Methods: Microbiome-metabolome signatures in stool samples from individuals with and without endometriosis were determined using unbiased metabolomics and 16S bacteria sequencing. Functional studies for selected microbiota-derived metabolites were conducted in vitro using patient-derived cells and in vivo by employing murine and human xenograft pre-clinical disease models.

Findings: We discovered a unique bacteria-derived …

Single-Cell Analysis Identifies Ifi27l2a As A Gene Regulator Of Microglial Inflammation In The Context Of Aging And Stroke In Mice, Gab Seok Kim, Elisabeth Harmon, Manuel C Gutierrez, Sodam Kim, Lauren Vance, Haven Burrous, Jessica M Stephenson, Anjali Chauhan, Anik Banerjee, Zachary Wise, Andrea Doan, John Ahn, Ting Wu, Jesus Bautista-Garrido, Juneyoung Lee, Chunfeng Tan, Joo Eun Jung, Louise D Mccullough, Joshua D Wythe, Sean P Marrelli

Faculty, Staff and Student Publications

Inflammation is a significant driver of ischemic stroke pathology in the brain. To identify potential regulators of inflammation, we performed single-cell RNA sequencing (scRNA-seq) of young and aged mouse brains following stroke and found that interferon alpha-inducible protein 27 like 2 A (Ifi27l2a) was significantly up-regulated, particularly in microglia of aged brain. Ifi27l2a is induced by interferons for viral host defense and has been linked with pro-inflammatory cellular mechanisms. However, its potential role in neurodegeneration is unknown. Using a combination of cell culture, experimental stroke models in mice, and human autopsy brain samples, we demonstrated that induction of Ifi27l2a occurs …

The Safety Of Ramadan Fasting In Chronic Heart Failure Patients With Reduced Ejection Fraction, Ahmed Farouk Alaarag, Mahmoud Abd Elkhalek Abou-Omar, Osama Ahmed Amin

Journal of the Saudi Heart Association

Objectives: Even though Islam excludes the sick from Ramadan Fasting (RF), countless Muslims choose to fast throughout this holy month. So, it is of paramount importance to review how RF influences patients with chronic Heart Failure with reduced Ejection Fraction (HFrEF). Our study intended to check the safety of RF in these patients.

Methods: We selected patients under 75 years old with compensated chronic HFrEF. After applying all the exclusion conditions, those who insisted on fasting during the coming Ramadan were enrolled in fasting Group I (90 patients). Those who decided not to fast were listed as control Group …

Pediatric Diabetes Education, Trisha Williams, Tobie O'Brien, Amanda Williams

Advanced Practice Perspectives Podcast: For Nursing Contact Hours

Join us as we delve into the groundbreaking changes in the diagnosis and treatment of type 1 diabetes in children. Amanda Williams shares insights on new staging processes and the FDA-approved drug teplizumab, which adds years of quality life to young patients.

Click here to stream the podcast episode.

Novel Biomarkers Of Fetal And Neonatal Environmental Exposure, Effect And Susceptibility, Cynthia F. Bearer

Faculty Scholarship

Abstract: Rapid advancements in science and technology have allowed medical providers to treat wider ranges of diseases with safer and more effective therapies than ever before. One of the areas of health that has been consistently understudied, however, is one that affects us all: environmental health or the effects that the chemicals we are exposed to every day have on our acute and chronic health. This effect can be exacerbated during and shortly after pregnancy, as an individual exposure is often shared by both the mother and the fetus/neonate. The diagnosis and monitoring of chemical exposure can be quite challenging, …

The Mir-290 And Mir-302 Clusters Are Essential For Reprogramming Of Fibroblasts To Induced Pluripotent Stem Cells, Julia Ye, Ryan M Boileau, Ronald J Parchem, Robert L Judson-Torres, Robert Blelloch

Faculty, Staff and Students Publications

The miR-290 and miR-302 clusters of microRNAs are highly expressed in naïve and primed pluripotent stem cells, respectively. Ectopic expression of the embryonic stem cell (ESC)-specific cell cycle regulating family of microRNAs arising from these two clusters dramatically enhances the reprogramming of both mouse and human somatic cells to induced pluripotency. Here, we used genetic knockouts to dissect the requirement for the miR-290 and miR-302 clusters during the reprogramming of mouse fibroblasts into induced pluripotent stem cells (iPSCs) with retrovirally introduced Oct4, Sox2, and Klf4. Knockout of either cluster alone did not negatively impact the efficiency of reprogramming. Resulting cells …

Designing Patient-Centered Interventions For Emergency Care: Participatory Design Study, Woosuk Seo, Shruti Jain, Vivian Le, Jiaqi Li, Zhan Zhang, Hardeep Singh, Kalyan Pasupathy, Prashant Mahajan, Sun Young Park

Faculty, Staff and Students Publications

Background: Emergency departments (EDs) are high-pressure environments where clinicians diagnose patients under significant constraints, including limited medical histories, severe time pressures, and frequent interruptions. Current ED care practices often inadequately support meaningful patient participation. Most interventions prioritize clinical workflow and health care provider communication, inadvertently overlooking patients' needs. Additionally, patient-facing technologies in EDs are typically developed without meaningful patient input, leading to solutions that may not effectively address patients' specific challenges. To enhance both patient-centered care practices and the diagnosis process in EDs, patient involvement in technology design is essential to ensure their needs during emergency care are understood and …

Efficacy And Safety Of Nivolumab Plus Ipilimumab In Patients With Metastatic Variant Histology (Non-Clear Cell) Renal Cell Carcinoma, Mohammad Jad Moussa, Jaanki Khandelwal, Nathaniel R Wilson, Kiran L Malikayil, Devaki Shilpa Surasi, Tharakeswara K Bathala, Yiyun Lin, Priya Rao, Pheroze Tamboli, Kanishka Sircar, Helen Ajufo, Khaled M Elsayes, Amishi Shah, Andrew C Johns, Sangeeta Goswami, Elshad Hasanov, Eric Jonasch, Pavlos Msaouel, Matthew T Campbell, Omar Alhalabi, Nizar M Tannir

Faculty, Staff and Student Publications

Background: Nivolumab plus ipilimumab (nivo/ipi) is a standard of care first-line (1 L) therapy for patients with metastatic clear-cell renal cell carcinoma (ccRCC), but its role in patients with metastatic, non-ccRCC has not been fully defined. We report a single-institution experience with nivo/ipi in non-ccRCC.

Methods: Between November 2017 and February 2024, 55 patients with metastatic non-ccRCC received nivo/ipi at MD Anderson Cancer Center. The tumor response was assessed by blinded radiologists using RECIST v1.1. The overall response rate (ORR), progression-free survival (PFS), PFS milestone, duration of response (DoR), and overall survival (OS) were determined. Next-generation sequencing (NGS) was performed …

Contribution Of Rare Chromosome 22q112 Copy Number Variants To Non-Syndromic Bicuspid Aortic Valve, Helene Digregorio, Sara Mansoorshahi, Steven G Carlisle, Catherina Tovar Pensa, Abi Watts, Courtney Mcneely, Anna Sabate-Rotes, Anji Yetman, Hector I Michelena, Julie F A De Backer, Laura Muiño Mosquera, Malenka M Bissell, Maria Grazia Andreassi, Ilenia Foffa, Dawn S Hui, Anthony Caffarelli, Yuli Y Kim, Rodolfo Citro, Margot De Marco, Justin T Tretter, Kim L Mcbride, Simon C Body, Dianna M Milewicz, Siddharth K Prakash, Ebav Investigators

Faculty, Staff and Student Publications

Background: Bicuspid aortic valve (BAV) is the most common congenital heart defect in adults, often leading to complications such as thoracic aortic aneurysms and aortic stenosis. While BAV is frequently associated with 22q11.2 deletion syndrome (22q11.2DS), the contribution of rare copy number variants (CNVs) in this region to non-syndromic BAV is less clear. This study is aimed to assess the role of rare 22q11.2 CNVs in patients with early-onset BAV (EBAV) and to determine whether these variants are linked to an increased risk of complications.

Methods: Whole genome microarray genotyping was conducted on 272 patients with BAV with early onset …

Early Childhood Caries And Associated Risk Factors Among Preschool Children In Southeast Iran, Homa Kamyabi, Parisa Kalantari, Azadeh Horri, Fereshteh Abbasi, Mahsa Kalantari

School of Public Health Faculty Publications

Objective: To determine the prevalence of ECC and evaluate its association with possible risk factors in a group of preschool children in Kerman, Iran. Material and Methods: This cross-sectional study was conducted in Kerman on healthy preschool children (up to 6 years old) in June and October 2021. The children were randomly selected from kindergartens using a clustered sampling method, and their height, weight, dental caries, and occlusion were evaluated. Parents completed a questionnaire assessing feeding habits (breast/bottle feeding) and oral habits during the first two years of life. Data were analyzed by logistic regression and chi-squared test using SPSS …

Author Correction: Orthogonal And Multiplexable Genetic Perturbations With An Engineered Prime Editor And A Diverse Rna Array, Qichen Yuan, Hongzhi Zeng, Tyler C Daniel, Qingzhuo Liu, Yongjie Yang, Emmanuel C Osikpa, Qiaochu Yang, Advaith Peddi, Liliana M Abramson, Boyang Zhang, Yong Xu, Xue Gao

Faculty, Staff and Students Publications

Correction to: Nature Communications 10.1038/s41467-024-55134-9, published online 30 December 2024

In the version of the article initially published, there were errors in Fig. 3d, where in the x-axis labels now reading “GPP-shRNA1, GPP-shRNA2, GPP-shRNA3…,” the second and third labels were duplicates of the first. The figure is amended in the HTML and PDF versions of the article.

Otolaryngology Practitioner Attitudes Toward Human Papillomavirus Vaccination In Academic Otolaryngology Clinics, Dante J. Merlino, Katelyn S. Rourk, George B. Sankar, Adam J. Luginbuhl, Brian J. Boyce, Michelle M. Chen, Eric M. Dowling, Michael C. Topf, Raymond L. Chai, Karthik Rajasekaran, Eric J. Moore, Daniel L. Price, George Saieed, Kathryn M. Van Abel

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Despite the existence of a highly effective and safe vaccine against human papillomavirus (HPV) infection, vaccination rates remain low. The most prevalent HPV-associated malignancy in the United States is oropharyngeal cancer, but otolaryngology practitioners do not offer the HPV vaccine, and their feelings around offering HPV vaccination have not been evaluated. A 43-question survey, including a twelve-question knowledge quiz, was sent to otolaryngology practitioners at seven academic institutions. Twelve questions comprised a knowledge quiz testing practitioner understanding of HPV, while the remainder of the questions evaluated comfort with and likelihood of recommending vaccination. Of the 442 practitioners who were sent …

Regression Modeling Of Cumulative Incidence Function For Left-Truncated Right-Censored Competing Risks Data: A Modified Pseudo-Observation Approach, Rong Rong, Jing Ning, Hong Zhu

Faculty, Staff and Student Publications

Statistical methods have been developed for regression modeling of the cumulative incidence function (CIF) given left-truncated right-censored competing risks data. Nevertheless, existing methods typically involve complicated weighted estimating equations or nonparametric conditional likelihood function and often require a restrictive assumption that censoring and/or truncation times are independent of failure time. The pseudo-observation (PO) approach has been used in regression modeling of CIF for right-censored competing risks data under covariate-independent censoring or covariate-dependent censoring. We extend this approach to left-truncated right-censored competing risks data and propose to directly model the CIF based on POs, under general truncation and censoring mechanisms. We …

A Deep Learning-Based System For Automatic Detection Of Emesis With High Accuracy In Suncus Murinus, Zengbing Lu, Yimeng Qiao, Xiaofei Huang, Dexuan Cui, Julia Y H Liu, Man Piu Ngan, Luping Liu, Zhixin Huang, Zi-Tong Li, Lingqing Yang, Aleena Khalid, Yingyi Deng, Sze Wa Chan, Longlong Tu, John A Rudd

Children’s Nutrition Research Center Staff Publications

Quantifying emesis in Suncus murinus (S. murinus) has traditionally relied on direct observation or reviewing recorded behaviour, which are laborious, time-consuming processes that are susceptible to operator error. With rapid advancements in deep learning, automated animal behaviour quantification tools with high accuracy have emerged. In this study, we pioneere the use of both three-dimensional convolutional neural networks and self-attention mechanisms to develop the Automatic Emesis Detection (AED) tool for the quantification of emesis in S. murinus, achieving an overall accuracy of 98.92%. Specifically, we use motion-induced emesis videos as training datasets, with validation results demonstrating an accuracy of 99.42% for …

Classification Of Non-Tcga Cancer Samples To Tcga Molecular Subtypes Using Compact Feature Sets, Kyle Ellrott, Christopher K Wong, Christina Yau, Mauro A A Castro, Jordan A Lee, Brian J Karlberg, Jasleen K Grewal, Vincenzo Lagani, Bahar Tercan, Verena Friedl, Toshinori Hinoue, Vladislav Uzunangelov, Lindsay Westlake, Xavier Loinaz, Ina Felau, Peggy I Wang, Anab Kemal, Samantha J Caesar-Johnson, Ilya Shmulevich, Alexander J Lazar, Ioannis Tsamardinos, Katherine A Hoadley, Cancer Genome Atlas Analysis Network, A Gordon Robertson, Theo A Knijnenburg, Christopher C Benz, Joshua M Stuart, Jean C Zenklusen, Andrew D Cherniack, Peter W Laird

Faculty, Staff and Student Publications

Molecular subtypes, such as defined by The Cancer Genome Atlas (TCGA), delineate a cancer's underlying biology, bringing hope to inform a patient's prognosis and treatment plan. However, most approaches used in the discovery of subtypes are not suitable for assigning subtype labels to new cancer specimens from other studies or clinical trials. Here, we address this barrier by applying five different machine learning approaches to multi-omic data from 8,791 TCGA tumor samples comprising 106 subtypes from 26 different cancer cohorts to build models based upon small numbers of features that can classify new samples into previously defined TCGA molecular subtypes-a …

Axillo-Caval Extra-Anatomic Venous Bypass Creation Via Direct Percutaneous Puncture Of The Superior Vena Cava, Stephan S. Leung, Patrick Lee, Anthony N. Hage, Robert W. Ford

Department of Radiology Faculty Papers

No abstract provided.

Poor Birth Outcomes Related To Cannabis Use In Pregnancy, Reese Weissenfluh, Madison Hall, Branden Kadlubowski, Makayla Eversole, Elizabeth Clary, Layla Dials, Brenna Hissong, Brianna Lu, Joshua Honaker, Manoranjan D'Souza

Pharmacy and Wellness Review

Pregnancy, a period of dynamic physiological changes, necessitates careful consideration of external influences on maternal and fetal health. Despite increasing legalization and prevalence, the impact of cannabis use during gestation remains a topic of significant concern and investigation.

Recent studies have shed light on the consequences of in utero cannabis exposure, encompassing both fetal and maternal outcomes. Notably, several studies have identified associations between cannabis exposure during pregnancy and adverse fetal outcomes, including small-for-gestational-age birth, altered neurodevelopment, preterm birth, and increased risk of neonatal morbidity. Evidence to date underscores the urgent need for education, intervention, and regulatory oversight regarding cannabis …

Applications Of Machine Learning-Driven Molecular Models For Advancing Ophthalmic Precision Medicine, Rahul Kumar, Joshua Ong, Ethan Waisberg, Ryung Lee, Tuan Nguyen, Phani Paladugu, Maria C. Rivolta, Chirag Gowda, John V. Janin, Jeremy Saintyl, Dylan Amiri, Ansh Gosain, Ram Jagadeesan

SKMC Student Presentations and Publications

Ophthalmic diseases such as glaucoma, age-related macular degeneration (ARMD), and optic neuritis involve complex molecular and cellular disruptions that challenge current diagnostic and therapeutic approaches. Advanced artificial intelligence (AI) and machine learning (ML) models offer a novel lens to analyze these diseases by integrating diverse datasets, identifying patterns, and enabling precision medicine strategies. Over the past decade, applications of AI in ophthalmology have expanded from imaging-based diagnostics to molecular-level modeling, bridging critical gaps in understanding disease mechanisms. This paper systematically reviews the application of AI-driven methods, including reinforcement learning (RL), graph neural networks (GNNs), Bayesian inference, and generative adversarial networks …

Design And Implementation Of An Action Plan For Justice, Equity, Diversity, And Inclusion Within The Clinical Genome Resource, Alice B Popejoy, Deborah I Ritter, Danielle Azzariti, Jonathan S Berg, Joanna E Bulkley, Mildred Cho, Claudia Gonzaga-Jauregui, Teri E Klein, Daphne O Martschenko, Akinyemi Oni-Orisan, Erin M Ramos, Heidi L Rehm, Erin R Riggs, Matthew W Wright, Michael Yudell, Sharon E Plon, Joannella Morales

Faculty, Staff and Students Publications

How might members of a large, multi-institutional research and resource consortium foster justice, equity, diversity, and inclusion as central to its mission, goals, governance, and culture? These four principles, often referred to as JEDI, can be aspirational-but to be operationalized, they must be supported by concrete actions, investments, and a persistent long-term commitment to the principles themselves, which often requires self-reflection and course correction. We present here the iterative design process implemented across the Clinical Genome Resource (ClinGen) that led to the development of an action plan to operationalize JEDI principles across three major domains, with specific deliverables and commitments …